{"id":"W7024932120","doi":"","title":"Studies on aging and mental health in Canada","year":2023,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biopsychosocial model; Mental health; Socioeconomic status; Mental illness; Social isolation; Psychological intervention; Public health; Intervention (counseling); Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002486025,0.0002270629,0.0003522532,0.003176357,0.00597734,0.002498159,0.0009949029,0.0003932531,0.005077492],"category_scores_gemma":[0.008485957,0.0002284289,0.0005492757,0.009859734,0.001018743,0.0006747912,0.001470593,0.0009231463,0.0002261416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04709745,"about_ca_system_score_gemma":0.1018779,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970432,"about_ca_topic_score_gemma":0.9984804,"domain_scores_codex":[0.9982152,0.0002374309,0.0001106902,0.0001833113,0.0008472165,0.0004062162],"domain_scores_gemma":[0.9916721,0.000987164,0.000823383,0.0001951449,0.005487718,0.0008345114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008958244,0.00008157983,0.8469163,0.001738318,0.0002413617,0.0003105251,0.01370449,0.0004435818,0.0002523623,0.009842907,0.04921477,0.07716427],"study_design_scores_gemma":[0.00001019039,0.00001837098,0.9623393,0.001013466,0.00006505169,0.00004844514,0.007763925,0.0002248586,0.0001200765,0.0003477315,0.02802821,0.00002031768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7547067,0.06027836,0.001448722,0.02852446,0.0009821499,0.0005949846,0.04208205,0.0001018865,0.1112807],"genre_scores_gemma":[0.9542606,0.02812861,0.001270154,0.002356175,0.0001248449,0.0001773678,0.004815695,0.00001995087,0.008846621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04709745,"threshold_uncertainty_score":0.3417175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01999539254732447,"score_gpt":0.2664059550243379,"score_spread":0.2464105624770134,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}